Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 893 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 174.5 KiB |
| Average record size in memory | 200.1 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 11 |
Income is highly correlated with MntWines and 7 other fields | High correlation |
MntWines is highly correlated with Income and 6 other fields | High correlation |
MntFruits is highly correlated with Income and 6 other fields | High correlation |
MntMeatProducts is highly correlated with Income and 6 other fields | High correlation |
MntFishProducts is highly correlated with Income and 5 other fields | High correlation |
MntSweetProducts is highly correlated with Income and 5 other fields | High correlation |
NumDealsPurchases is highly correlated with NumWebVisitsMonth | High correlation |
NumWebPurchases is highly correlated with MntWines | High correlation |
NumCatalogPurchases is highly correlated with Income and 6 other fields | High correlation |
NumStorePurchases is highly correlated with Income and 5 other fields | High correlation |
NumWebVisitsMonth is highly correlated with Income and 1 other fields | High correlation |
Income is highly correlated with MntWines and 7 other fields | High correlation |
MntWines is highly correlated with Income and 4 other fields | High correlation |
MntFruits is highly correlated with Income and 5 other fields | High correlation |
MntMeatProducts is highly correlated with Income and 6 other fields | High correlation |
MntFishProducts is highly correlated with Income and 4 other fields | High correlation |
MntSweetProducts is highly correlated with Income and 4 other fields | High correlation |
NumDealsPurchases is highly correlated with NumWebVisitsMonth | High correlation |
NumWebPurchases is highly correlated with MntWines | High correlation |
NumCatalogPurchases is highly correlated with Income and 5 other fields | High correlation |
NumStorePurchases is highly correlated with Income and 3 other fields | High correlation |
NumWebVisitsMonth is highly correlated with Income and 1 other fields | High correlation |
Income is highly correlated with MntWines and 3 other fields | High correlation |
MntWines is highly correlated with Income and 2 other fields | High correlation |
MntFruits is highly correlated with MntFishProducts and 1 other fields | High correlation |
MntMeatProducts is highly correlated with Income and 3 other fields | High correlation |
MntFishProducts is highly correlated with MntFruits and 2 other fields | High correlation |
MntSweetProducts is highly correlated with MntFruits and 1 other fields | High correlation |
NumCatalogPurchases is highly correlated with Income and 2 other fields | High correlation |
NumWebVisitsMonth is highly correlated with Income | High correlation |
Education is highly correlated with MntWines | High correlation |
Income is highly correlated with MntWines and 3 other fields | High correlation |
Kidhome is highly correlated with MntWines and 2 other fields | High correlation |
MntWines is highly correlated with Education and 9 other fields | High correlation |
MntFruits is highly correlated with MntWines and 3 other fields | High correlation |
MntMeatProducts is highly correlated with Income and 7 other fields | High correlation |
MntFishProducts is highly correlated with MntWines and 3 other fields | High correlation |
MntSweetProducts is highly correlated with MntFruits and 2 other fields | High correlation |
NumWebPurchases is highly correlated with MntWines and 1 other fields | High correlation |
NumCatalogPurchases is highly correlated with Kidhome and 3 other fields | High correlation |
NumStorePurchases is highly correlated with Income and 2 other fields | High correlation |
NumWebVisitsMonth is highly correlated with Kidhome and 1 other fields | High correlation |
AcceptedCmp5 is highly correlated with Income and 1 other fields | High correlation |
ID has unique values | Unique |
Reproduction
| Analysis started | 2021-10-13 07:50:25.304836 |
|---|---|
| Analysis finished | 2021-10-13 07:51:17.967627 |
| Duration | 52.66 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 893 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5479.954087 |
| Minimum | 20 |
|---|---|
| Maximum | 11191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 532.4 |
| Q1 | 2674 |
| median | 5278 |
| Q3 | 8334 |
| 95-th percentile | 10636.4 |
| Maximum | 11191 |
| Range | 11171 |
| Interquartile range (IQR) | 5660 |
Descriptive statistics
| Standard deviation | 3260.326978 |
|---|---|
| Coefficient of variation (CV) | 0.5949551631 |
| Kurtosis | -1.212080872 |
| Mean | 5479.954087 |
| Median Absolute Deviation (MAD) | 2757 |
| Skewness | 0.08992428408 |
| Sum | 4893599 |
| Variance | 10629732 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4095 | 1 | 0.1% |
| 10862 | 1 | 0.1% |
| 4743 | 1 | 0.1% |
| 837 | 1 | 0.1% |
| 4741 | 1 | 0.1% |
| 10882 | 1 | 0.1% |
| 640 | 1 | 0.1% |
| 2683 | 1 | 0.1% |
| 8825 | 1 | 0.1% |
| 2677 | 1 | 0.1% |
| Other values (883) | 883 |
| Value | Count | Frequency (%) |
| 20 | 1 | |
| 22 | 1 | |
| 25 | 1 | |
| 35 | 1 | |
| 49 | 1 | |
| 75 | 1 | |
| 115 | 1 | |
| 123 | 1 | |
| 158 | 1 | |
| 175 | 1 |
| Value | Count | Frequency (%) |
| 11191 | 1 | |
| 11188 | 1 | |
| 11187 | 1 | |
| 11176 | 1 | |
| 11171 | 1 | |
| 11166 | 1 | |
| 11133 | 1 | |
| 11114 | 1 | |
| 11112 | 1 | |
| 11096 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | 16 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 725 | |
| 2 | 152 | 17.0% |
| 0 | 16 | 1.8% |
Marital_Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 568 | |
| 0 | 325 |
| Distinct | 796 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.387041665 × 10-17 |
| Minimum | -4.831217117 |
|---|---|
| Maximum | 4.857000277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 441 |
| Negative (%) | 49.4% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -4.831217117 |
|---|---|
| 5-th percentile | -1.520764357 |
| Q1 | -0.6149044053 |
| median | 0.01480616842 |
| Q3 | 0.6419493481 |
| 95-th percentile | 1.540948551 |
| Maximum | 4.857000277 |
| Range | 9.688217394 |
| Interquartile range (IQR) | 1.256853753 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 4.1916335 × 1016 |
| Kurtosis | 3.163036772 |
| Mean | 2.387041665 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6290678792 |
| Skewness | -0.5070826182 |
| Sum | 3.258504577 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -4.831217117 | 6 | 0.7% |
| 0.2663696573 | 3 | 0.3% |
| -1.752470763 | 3 | 0.3% |
| 1.676586478 | 3 | 0.3% |
| 0.4417563836 | 3 | 0.3% |
| -0.3747568908 | 3 | 0.3% |
| -0.02690137605 | 2 | 0.2% |
| 0.7628568853 | 2 | 0.2% |
| 1.026788322 | 2 | 0.2% |
| -0.4368953365 | 2 | 0.2% |
| Other values (786) | 864 |
| Value | Count | Frequency (%) |
| -4.831217117 | 6 | |
| -2.25812962 | 1 | 0.1% |
| -2.235562571 | 1 | 0.1% |
| -2.205393106 | 1 | 0.1% |
| -2.150912536 | 1 | 0.1% |
| -2.096656373 | 1 | 0.1% |
| -2.064308865 | 1 | 0.1% |
| -2.035484733 | 1 | 0.1% |
| -2.032623368 | 1 | 0.1% |
| -2.003453044 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4.857000277 | 1 | |
| 2.694606632 | 1 | |
| 2.637141896 | 1 | |
| 2.489297374 | 1 | |
| 2.464527937 | 1 | |
| 2.392727053 | 1 | |
| 2.318040393 | 1 | |
| 2.257725801 | 1 | |
| 2.246083314 | 1 | |
| 2.178201805 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| -0.6498501808233609 | |
|---|---|
| 1.3581643917553978 | |
| 3.3661789643341566 | 13 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.69092945 |
| Min length | 18 |
Characters and Unicode
| Total characters | 16691 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.6498501808233609 |
|---|---|
| 2nd row | 1.3581643917553978 |
| 3rd row | -0.6498501808233609 |
| 4th row | 1.3581643917553978 |
| 5th row | -0.6498501808233609 |
Common Values
| Value | Count | Frequency (%) |
| -0.6498501808233609 | 617 | |
| 1.3581643917553978 | 263 | |
| 3.3661789643341566 | 13 | 1.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.6498501808233609 | 617 | |
| 1.3581643917553978 | 263 | |
| 3.3661789643341566 | 13 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2468 | |
| 8 | 2390 | |
| 3 | 2075 | |
| 9 | 1773 | |
| 6 | 1562 | |
| 1 | 1432 | |
| 5 | 1419 | |
| 4 | 906 | 5.4% |
| . | 893 | 5.4% |
| 2 | 617 | 3.7% |
| Other values (2) | 1156 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15181 | |
| Other Punctuation | 893 | 5.4% |
| Dash Punctuation | 617 | 3.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2468 | |
| 8 | 2390 | |
| 3 | 2075 | |
| 9 | 1773 | |
| 6 | 1562 | |
| 1 | 1432 | |
| 5 | 1419 | |
| 4 | 906 | 6.0% |
| 2 | 617 | 4.1% |
| 7 | 539 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 893 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2468 | |
| 8 | 2390 | |
| 3 | 2075 | |
| 9 | 1773 | |
| 6 | 1562 | |
| 1 | 1432 | |
| 5 | 1419 | |
| 4 | 906 | 5.4% |
| . | 893 | 5.4% |
| 2 | 617 | 3.7% |
| Other values (2) | 1156 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2468 | |
| 8 | 2390 | |
| 3 | 2075 | |
| 9 | 1773 | |
| 6 | 1562 | |
| 1 | 1432 | |
| 5 | 1419 | |
| 4 | 906 | 5.4% |
| . | 893 | 5.4% |
| 2 | 617 | 3.7% |
| Other values (2) | 1156 |
Teenhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| -0.9421602490527861 | |
|---|---|
| 0.9069586573299346 | |
| 2.7560775637126556 | 19 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.51175812 |
| Min length | 18 |
Characters and Unicode
| Total characters | 16531 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.9421602490527861 |
|---|---|
| 2nd row | 0.9069586573299346 |
| 3rd row | -0.9421602490527861 |
| 4th row | -0.9421602490527861 |
| 5th row | 0.9069586573299346 |
Common Values
| Value | Count | Frequency (%) |
| -0.9421602490527861 | 457 | |
| 0.9069586573299346 | 417 | |
| 2.7560775637126556 | 19 | 2.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.9421602490527861 | 457 | |
| 0.9069586573299346 | 417 | |
| 2.7560775637126556 | 19 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 2582 | |
| 6 | 2241 | |
| 0 | 2224 | |
| 2 | 1826 | |
| 5 | 1367 | |
| 4 | 1331 | |
| 7 | 950 | 5.7% |
| 1 | 933 | 5.6% |
| . | 893 | 5.4% |
| 8 | 874 | 5.3% |
| Other values (2) | 1310 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15181 | |
| Other Punctuation | 893 | 5.4% |
| Dash Punctuation | 457 | 2.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 2582 | |
| 6 | 2241 | |
| 0 | 2224 | |
| 2 | 1826 | |
| 5 | 1367 | |
| 4 | 1331 | |
| 7 | 950 | 6.3% |
| 1 | 933 | 6.1% |
| 8 | 874 | 5.8% |
| 3 | 853 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 893 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 457 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16531 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 2582 | |
| 6 | 2241 | |
| 0 | 2224 | |
| 2 | 1826 | |
| 5 | 1367 | |
| 4 | 1331 | |
| 7 | 950 | 5.7% |
| 1 | 933 | 5.6% |
| . | 893 | 5.4% |
| 8 | 874 | 5.3% |
| Other values (2) | 1310 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16531 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 2582 | |
| 6 | 2241 | |
| 0 | 2224 | |
| 2 | 1826 | |
| 5 | 1367 | |
| 4 | 1331 | |
| 7 | 950 | 5.7% |
| 1 | 933 | 5.6% |
| . | 893 | 5.4% |
| 8 | 874 | 5.3% |
| Other values (2) | 1310 |
Recency
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.843279077 × 10-17 |
| Minimum | -1.714570446 |
|---|---|
| Maximum | 1.653350753 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 435 |
| Negative (%) | 48.7% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.714570446 |
|---|---|
| 5-th percentile | -1.578492822 |
| Q1 | -0.8640852946 |
| median | 0.02041926276 |
| Q3 | 0.870904414 |
| 95-th percentile | 1.517273129 |
| Maximum | 1.653350753 |
| Range | 3.367921199 |
| Interquartile range (IQR) | 1.734989709 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 1.712326877 × 1016 |
| Kurtosis | -1.243125655 |
| Mean | 5.843279077 × 10-17 |
| Median Absolute Deviation (MAD) | 0.8504851513 |
| Skewness | -0.04840191865 |
| Sum | 3.774758284 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.190516293 | 17 | 1.9% |
| -0.7280076704 | 16 | 1.8% |
| -1.340356979 | 16 | 1.8% |
| 0.8028656019 | 16 | 1.8% |
| 0.7008073838 | 15 | 1.7% |
| 0.1224774809 | 14 | 1.6% |
| -1.578492822 | 14 | 1.6% |
| -0.9321241067 | 14 | 1.6% |
| -1.612512228 | 14 | 1.6% |
| 0.5987491656 | 14 | 1.6% |
| Other values (90) | 743 |
| Value | Count | Frequency (%) |
| -1.714570446 | 10 | |
| -1.68055104 | 4 | 0.4% |
| -1.646531634 | 6 | |
| -1.612512228 | 14 | |
| -1.578492822 | 14 | |
| -1.544473416 | 5 | 0.6% |
| -1.51045401 | 9 | |
| -1.476434603 | 5 | 0.6% |
| -1.442415197 | 12 | |
| -1.408395791 | 12 |
| Value | Count | Frequency (%) |
| 1.653350753 | 7 | |
| 1.619331347 | 12 | |
| 1.585311941 | 7 | |
| 1.551292535 | 13 | |
| 1.517273129 | 9 | |
| 1.483253723 | 13 | |
| 1.449234317 | 12 | |
| 1.415214911 | 13 | |
| 1.381195505 | 5 | 0.6% |
| 1.347176099 | 11 |
| Distinct | 506 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.668248969 |
|---|---|
| Maximum | 2.536248625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 467 |
| Negative (%) | 52.3% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -2.668248969 |
|---|---|
| 5-th percentile | -1.915112988 |
| Q1 | -0.5649589464 |
| median | -0.04478837909 |
| Q3 | 0.650468614 |
| 95-th percentile | 1.708998918 |
| Maximum | 2.536248625 |
| Range | 5.204497593 |
| Interquartile range (IQR) | 1.21542756 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0.1200766092 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.5815666323 |
| Skewness | -0.1085262864 |
| Sum | 3.197442311 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.971714952 | 16 | 1.8% |
| -2.668248969 | 8 | 0.9% |
| -2.4269748 | 8 | 0.9% |
| -2.264464106 | 7 | 0.8% |
| -0.4959343169 | 6 | 0.7% |
| 0.9263372065 | 6 | 0.7% |
| -0.2980819856 | 6 | 0.7% |
| -2.110716397 | 6 | 0.7% |
| -1.453571598 | 6 | 0.7% |
| -0.3465331109 | 6 | 0.7% |
| Other values (496) | 818 |
| Value | Count | Frequency (%) |
| -2.668248969 | 8 | |
| -2.4269748 | 8 | |
| -2.264464106 | 7 | |
| -2.110716397 | 6 | 0.7% |
| -1.971714952 | 16 | |
| -1.877378346 | 4 | 0.4% |
| -1.803760945 | 4 | 0.4% |
| -1.716705744 | 3 | 0.3% |
| -1.65264369 | 6 | 0.7% |
| -1.597211936 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 2.536248625 | 1 | |
| 2.518175079 | 1 | |
| 2.454366574 | 1 | |
| 2.441478553 | 1 | |
| 2.404641364 | 1 | |
| 2.317196406 | 2 | |
| 2.299665035 | 1 | |
| 2.261023138 | 1 | |
| 2.254239259 | 1 | |
| 2.196874879 | 2 |
| Distinct | 131 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.365444441 × 10-17 |
| Minimum | -1.838389534 |
|---|---|
| Maximum | 2.534562494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 459 |
| Negative (%) | 51.4% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.838389534 |
|---|---|
| 5-th percentile | -1.533604868 |
| Q1 | -0.7390318217 |
| median | -0.06041678858 |
| Q3 | 0.6951524987 |
| 95-th percentile | 1.753001262 |
| Maximum | 2.534562494 |
| Range | 4.372952029 |
| Interquartile range (IQR) | 1.43418432 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -1.571862563 × 1016 |
| Kurtosis | -0.545624696 |
| Mean | -6.365444441 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6950625119 |
| Skewness | 0.2163095182 |
| Sum | -5.528910663 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.307464223 | 47 | 5.3% |
| -1.838389534 | 36 | 4.0% |
| -1.103425243 | 33 | 3.7% |
| -1.533604868 | 32 | 3.6% |
| -0.9579322116 | 31 | 3.5% |
| -0.3805827482 | 29 | 3.2% |
| -0.7390318217 | 28 | 3.1% |
| -0.8536844349 | 28 | 3.1% |
| -0.6439645959 | 27 | 3.0% |
| -0.5717536643 | 22 | 2.5% |
| Other values (121) | 580 |
| Value | Count | Frequency (%) |
| -1.838389534 | 36 | |
| -1.533604868 | 32 | |
| -1.307464223 | 47 | |
| -1.103425243 | 33 | |
| -0.9579322116 | 31 | |
| -0.8536844349 | 28 | |
| -0.7390318217 | 28 | |
| -0.6439645959 | 27 | |
| -0.5717536643 | 22 | |
| -0.5032098397 | 22 |
| Value | Count | Frequency (%) |
| 2.534562494 | 2 | |
| 2.501161754 | 1 | 0.1% |
| 2.469223961 | 1 | 0.1% |
| 2.427517882 | 1 | 0.1% |
| 2.417446515 | 1 | 0.1% |
| 2.400782529 | 1 | 0.1% |
| 2.353642179 | 2 | |
| 2.331729697 | 3 | |
| 2.29051601 | 1 | 0.1% |
| 2.25326339 | 1 | 0.1% |
| Distinct | 377 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.365444441 × 10-17 |
| Minimum | -3.15004003 |
|---|---|
| Maximum | 2.53418756 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 466 |
| Negative (%) | 52.2% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -3.15004003 |
|---|---|
| 5-th percentile | -1.642862657 |
| Q1 | -0.6342201747 |
| median | -0.03399160531 |
| Q3 | 0.6531304388 |
| 95-th percentile | 1.704629972 |
| Maximum | 2.53418756 |
| Range | 5.68422759 |
| Interquartile range (IQR) | 1.287350614 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 1.571862563 × 1016 |
| Kurtosis | 0.04564016514 |
| Mean | 6.365444441 × 10-17 |
| Median Absolute Deviation (MAD) | 0.64244514 |
| Skewness | -0.04089649707 |
| Sum | 7.061018437 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.159045585 | 11 | 1.2% |
| -0.4476983303 | 9 | 1.0% |
| -0.7175392825 | 9 | 1.0% |
| -0.5586966451 | 8 | 0.9% |
| -1.387382992 | 8 | 0.9% |
| -1.956528037 | 8 | 0.9% |
| -1.854123462 | 8 | 0.9% |
| -0.9211333169 | 7 | 0.8% |
| -0.0002641089245 | 7 | 0.8% |
| -0.4262331942 | 7 | 0.8% |
| Other values (367) | 811 |
| Value | Count | Frequency (%) |
| -3.15004003 | 3 | 0.3% |
| -2.879820008 | 3 | 0.3% |
| -2.42260639 | 5 | |
| -2.235063409 | 6 | |
| -2.074199652 | 3 | 0.3% |
| -1.956528037 | 8 | |
| -1.854123462 | 8 | |
| -1.74223356 | 7 | |
| -1.642862657 | 7 | |
| -1.573210649 | 5 |
| Value | Count | Frequency (%) |
| 2.53418756 | 2 | |
| 2.510302979 | 2 | |
| 2.48722331 | 2 | |
| 2.396235773 | 1 | |
| 2.334191672 | 1 | |
| 2.24999041 | 1 | |
| 2.206897246 | 1 | |
| 2.186014933 | 2 | |
| 2.152475236 | 1 | |
| 2.149501147 | 1 |
| Distinct | 138 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.365444441 × 10-17 |
| Minimum | -1.902148592 |
|---|---|
| Maximum | 2.601417007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 466 |
| Negative (%) | 52.2% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.902148592 |
|---|---|
| 5-th percentile | -1.586919091 |
| Q1 | -0.734367189 |
| median | -0.04154169438 |
| Q3 | 0.6876466268 |
| 95-th percentile | 1.746557447 |
| Maximum | 2.601417007 |
| Range | 4.503565599 |
| Interquartile range (IQR) | 1.422013816 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -1.571862563 × 1016 |
| Kurtosis | -0.5841019838 |
| Mean | -6.365444441 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7291883212 |
| Skewness | 0.1886241062 |
| Sum | -3.097522239 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.349409974 | 44 | 4.9% |
| -1.586919091 | 38 | 4.3% |
| -1.030217553 | 30 | 3.4% |
| -1.164262582 | 29 | 3.2% |
| -0.9187181046 | 27 | 3.0% |
| -0.5707274376 | 27 | 3.0% |
| -0.8203498564 | 26 | 2.9% |
| -1.902148592 | 25 | 2.8% |
| -0.4965235894 | 24 | 2.7% |
| -0.4298390036 | 21 | 2.4% |
| Other values (128) | 602 |
| Value | Count | Frequency (%) |
| -1.902148592 | 25 | |
| -1.586919091 | 38 | |
| -1.349409974 | 44 | |
| -1.164262582 | 29 | |
| -1.030217553 | 30 | |
| -0.9187181046 | 27 | |
| -0.8203498564 | 26 | |
| -0.734367189 | 21 | |
| -0.6564362808 | 18 | |
| -0.5707274376 | 27 |
| Value | Count | Frequency (%) |
| 2.601417007 | 3 | |
| 2.534447826 | 2 | |
| 2.47293824 | 1 | 0.1% |
| 2.356702844 | 1 | 0.1% |
| 2.235819181 | 1 | 0.1% |
| 2.222671541 | 1 | 0.1% |
| 2.19609287 | 1 | 0.1% |
| 2.187503667 | 2 | |
| 2.158594443 | 1 | 0.1% |
| 2.139506763 | 1 | 0.1% |
| Distinct | 134 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.182722221 × 10-17 |
| Minimum | -1.857291225 |
|---|---|
| Maximum | 2.562904303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 471 |
| Negative (%) | 52.7% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.857291225 |
|---|---|
| 5-th percentile | -1.552194991 |
| Q1 | -0.7115020825 |
| median | -0.0577452657 |
| Q3 | 0.6929914224 |
| 95-th percentile | 1.782651255 |
| Maximum | 2.562904303 |
| Range | 4.420195528 |
| Interquartile range (IQR) | 1.404493505 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -3.143725125 × 1016 |
| Kurtosis | -0.5071732598 |
| Mean | -3.182722221 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7335338635 |
| Skewness | 0.256578045 |
| Sum | -6.217248938 × 10-15 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.328443191 | 38 | 4.3% |
| -1.552194991 | 36 | 4.0% |
| -1.162209256 | 32 | 3.6% |
| -0.4384784947 | 30 | 3.4% |
| -0.9144760149 | 29 | 3.2% |
| -1.857291225 | 29 | 3.2% |
| -1.02922037 | 27 | 3.0% |
| -0.7115020825 | 26 | 2.9% |
| -0.8088040868 | 24 | 2.7% |
| -0.3076387198 | 24 | 2.7% |
| Other values (124) | 598 |
| Value | Count | Frequency (%) |
| -1.857291225 | 29 | |
| -1.552194991 | 36 | |
| -1.328443191 | 38 | |
| -1.162209256 | 32 | |
| -1.02922037 | 27 | |
| -0.9144760149 | 29 | |
| -0.8088040868 | 24 | |
| -0.7115020825 | 26 | |
| -0.6221018422 | 23 | |
| -0.5559147509 | 22 |
| Value | Count | Frequency (%) |
| 2.562904303 | 2 | |
| 2.496074217 | 1 | 0.1% |
| 2.477937731 | 3 | |
| 2.38785263 | 2 | |
| 2.377853929 | 2 | |
| 2.3248655 | 2 | |
| 2.281281935 | 1 | 0.1% |
| 2.258452504 | 1 | 0.1% |
| 2.220634977 | 1 | 0.1% |
| 2.202358187 | 1 | 0.1% |
MntGoldProds
Real number (ℝ)
| Distinct | 160 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.182722221 × 10-17 |
| Minimum | -2.91278596 |
|---|---|
| Maximum | 2.485579478 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 442 |
| Negative (%) | 49.5% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -2.91278596 |
|---|---|
| 5-th percentile | -1.599166407 |
| Q1 | -0.7083237543 |
| median | 0.01965665134 |
| Q3 | 0.7180562522 |
| 95-th percentile | 1.671675914 |
| Maximum | 2.485579478 |
| Range | 5.398365438 |
| Interquartile range (IQR) | 1.426380006 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -3.143725125 × 1016 |
| Kurtosis | -0.3673666635 |
| Mean | -3.182722221 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7279804056 |
| Skewness | -0.002357386863 |
| Sum | -2.486899575 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1586949473 | 22 | 2.5% |
| -1.238339242 | 20 | 2.2% |
| -1.141158681 | 20 | 2.2% |
| -0.9326894424 | 20 | 2.2% |
| -1.000873064 | 20 | 2.2% |
| -0.6578371606 | 18 | 2.0% |
| -0.7518310483 | 17 | 1.9% |
| 0.0807880805 | 16 | 1.8% |
| 0.4405563259 | 15 | 1.7% |
| -0.07781332147 | 15 | 1.7% |
| Other values (150) | 710 |
| Value | Count | Frequency (%) |
| -2.91278596 | 3 | 0.3% |
| -2.538937398 | 3 | 0.3% |
| -2.278056442 | 4 | 0.4% |
| -2.047017708 | 8 | |
| -1.868666061 | 9 | |
| -1.725642721 | 13 | |
| -1.599166407 | 15 | |
| -1.504082573 | 12 | |
| -1.417841842 | 9 | |
| -1.326390478 | 11 |
| Value | Count | Frequency (%) |
| 2.485579478 | 1 | 0.1% |
| 2.440671688 | 2 | |
| 2.410662423 | 1 | 0.1% |
| 2.28349963 | 3 | |
| 2.228138904 | 1 | 0.1% |
| 2.194919392 | 3 | |
| 2.154261158 | 2 | |
| 2.115649815 | 1 | 0.1% |
| 2.043713976 | 1 | 0.1% |
| 2.026702685 | 2 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.182722221 × 10-17 |
| Minimum | -1.047502927 |
|---|---|
| Maximum | 2.4106161 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 541 |
| Negative (%) | 60.6% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.047502927 |
|---|---|
| 5-th percentile | -1.047502927 |
| Q1 | -1.047502927 |
| median | -0.03816070775 |
| Q3 | 0.549928991 |
| 95-th percentile | 1.755479725 |
| Maximum | 2.4106161 |
| Range | 3.458119027 |
| Interquartile range (IQR) | 1.597431918 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -3.143725125 × 1016 |
| Kurtosis | -0.9925557995 |
| Mean | -3.182722221 × 10-17 |
| Median Absolute Deviation (MAD) | 1.009342219 |
| Skewness | 0.4273638039 |
| Sum | -2.664535259 × 10-15 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| -1.047502927 | 354 | |
| -0.03816070775 | 187 | |
| 0.549928991 | 140 | 15.7% |
| 1.053395191 | 99 | 11.1% |
| 1.45493137 | 47 | 5.3% |
| 1.755479725 | 35 | 3.9% |
| 2.082417841 | 24 | 2.7% |
| 2.4106161 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| -1.047502927 | 354 | |
| -0.03816070775 | 187 | |
| 0.549928991 | 140 | 15.7% |
| 1.053395191 | 99 | 11.1% |
| 1.45493137 | 47 | 5.3% |
| 1.755479725 | 35 | 3.9% |
| 2.082417841 | 24 | 2.7% |
| 2.4106161 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 2.4106161 | 7 | 0.8% |
| 2.082417841 | 24 | 2.7% |
| 1.755479725 | 35 | 3.9% |
| 1.45493137 | 47 | 5.3% |
| 1.053395191 | 99 | 11.1% |
| 0.549928991 | 140 | 15.7% |
| -0.03816070775 | 187 | |
| -1.047502927 | 354 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.978402776 × 10-17 |
| Minimum | -2.180728292 |
|---|---|
| Maximum | 2.102718692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 474 |
| Negative (%) | 53.1% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -2.180728292 |
|---|---|
| 5-th percentile | -1.29915355 |
| Q1 | -0.6503881003 |
| median | -0.1468009364 |
| Q3 | 0.6346749533 |
| 95-th percentile | 1.734272097 |
| Maximum | 2.102718692 |
| Range | 4.283446984 |
| Interquartile range (IQR) | 1.285063054 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 2.5149801 × 1016 |
| Kurtosis | -0.4173771729 |
| Mean | 3.978402776 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7814758897 |
| Skewness | -0.08897836378 |
| Sum | 4.796163466 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| -0.1468009364 | 161 | |
| -0.6503881003 | 160 | |
| 0.259588526 | 118 | |
| -1.29915355 | 112 | |
| 0.6346749533 | 110 | |
| 1.010588315 | 77 | |
| 1.364185708 | 56 | 6.3% |
| -2.180728292 | 41 | 4.6% |
| 1.734272097 | 38 | 4.3% |
| 2.102718692 | 20 | 2.2% |
| Value | Count | Frequency (%) |
| -2.180728292 | 41 | 4.6% |
| -1.29915355 | 112 | |
| -0.6503881003 | 160 | |
| -0.1468009364 | 161 | |
| 0.259588526 | 118 | |
| 0.6346749533 | 110 | |
| 1.010588315 | 77 | |
| 1.364185708 | 56 | 6.3% |
| 1.734272097 | 38 | 4.3% |
| 2.102718692 | 20 | 2.2% |
| Value | Count | Frequency (%) |
| 2.102718692 | 20 | 2.2% |
| 1.734272097 | 38 | 4.3% |
| 1.364185708 | 56 | 6.3% |
| 1.010588315 | 77 | |
| 0.6346749533 | 110 | |
| 0.259588526 | 118 | |
| -0.1468009364 | 161 | |
| -0.6503881003 | 160 | |
| -1.29915355 | 112 | |
| -2.180728292 | 41 | 4.6% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.387041665 × 10-17 |
| Minimum | -1.060725349 |
|---|---|
| Maximum | 2.584531214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 466 |
| Negative (%) | 52.2% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.060725349 |
|---|---|
| 5-th percentile | -1.060725349 |
| Q1 | -1.060725349 |
| median | -0.3401764873 |
| Q3 | 0.787294209 |
| 95-th percentile | 1.75125421 |
| Maximum | 2.584531214 |
| Range | 3.645256564 |
| Interquartile range (IQR) | 1.848019558 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 4.1916335 × 1016 |
| Kurtosis | -0.3451475929 |
| Mean | 2.387041665 × 10-17 |
| Median Absolute Deviation (MAD) | 0.7205488618 |
| Skewness | 0.6862490655 |
| Sum | 4.884981308 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| -1.060725349 | 297 | |
| -0.3401764873 | 169 | |
| 0.4388196448 | 98 | 11.0% |
| 0.0855916754 | 96 | 10.8% |
| 0.787294209 | 67 | 7.5% |
| 1.125744018 | 62 | 6.9% |
| 1.449101864 | 34 | 3.8% |
| 1.75125421 | 26 | 2.9% |
| 2.584531214 | 25 | 2.8% |
| 2.070733404 | 19 | 2.1% |
| Value | Count | Frequency (%) |
| -1.060725349 | 297 | |
| -0.3401764873 | 169 | |
| 0.0855916754 | 96 | 10.8% |
| 0.4388196448 | 98 | 11.0% |
| 0.787294209 | 67 | 7.5% |
| 1.125744018 | 62 | 6.9% |
| 1.449101864 | 34 | 3.8% |
| 1.75125421 | 26 | 2.9% |
| 2.070733404 | 19 | 2.1% |
| 2.584531214 | 25 | 2.8% |
| Value | Count | Frequency (%) |
| 2.584531214 | 25 | 2.8% |
| 2.070733404 | 19 | 2.1% |
| 1.75125421 | 26 | 2.9% |
| 1.449101864 | 34 | 3.8% |
| 1.125744018 | 62 | 6.9% |
| 0.787294209 | 67 | 7.5% |
| 0.4388196448 | 98 | 11.0% |
| 0.0855916754 | 96 | 10.8% |
| -0.3401764873 | 169 | |
| -1.060725349 | 297 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.956805552 × 10-18 |
| Minimum | -2.296789202 |
|---|---|
| Maximum | 1.622106201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 399 |
| Negative (%) | 44.7% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -2.296789202 |
|---|---|
| 5-th percentile | -2.296789202 |
| Q1 | -0.659066471 |
| median | 0.08640797775 |
| Q3 | 0.7965839115 |
| 95-th percentile | 1.622106201 |
| Maximum | 1.622106201 |
| Range | 3.918895403 |
| Interquartile range (IQR) | 1.455650382 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | 1.25749005 × 1017 |
| Kurtosis | -0.1403469555 |
| Mean | 7.956805552 × 10-18 |
| Median Absolute Deviation (MAD) | 0.7454744487 |
| Skewness | -0.4853335874 |
| Sum | -3.841371665 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| -0.659066471 | 138 | |
| -0.2161957206 | 126 | |
| 0.08640797775 | 108 | |
| 0.3455381332 | 84 | |
| -1.348399427 | 78 | |
| 0.5841237843 | 77 | |
| 1.022639187 | 67 | |
| 1.622106201 | 65 | |
| -2.296789202 | 57 | |
| 1.273941102 | 48 | 5.4% |
| Value | Count | Frequency (%) |
| -2.296789202 | 57 | |
| -1.348399427 | 78 | |
| -0.659066471 | 138 | |
| -0.2161957206 | 126 | |
| 0.08640797775 | 108 | |
| 0.3455381332 | 84 | |
| 0.5841237843 | 77 | |
| 0.7965839115 | 45 | 5.0% |
| 1.022639187 | 67 | |
| 1.273941102 | 48 | 5.4% |
| Value | Count | Frequency (%) |
| 1.622106201 | 65 | |
| 1.273941102 | 48 | 5.4% |
| 1.022639187 | 67 | |
| 0.7965839115 | 45 | 5.0% |
| 0.5841237843 | 77 | |
| 0.3455381332 | 84 | |
| 0.08640797775 | 108 | |
| -0.2161957206 | 126 | |
| -0.659066471 | 138 | |
| -1.348399427 | 78 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.774083331 × 10-17 |
| Minimum | -1.775149369 |
|---|---|
| Maximum | 2.269796494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 403 |
| Negative (%) | 45.1% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | -1.775149369 |
|---|---|
| 5-th percentile | -1.775149369 |
| Q1 | -0.6714944934 |
| median | 0.002401726277 |
| Q3 | 0.8541190886 |
| 95-th percentile | 1.447474888 |
| Maximum | 2.269796494 |
| Range | 4.044945862 |
| Interquartile range (IQR) | 1.525613582 |
Descriptive statistics
| Standard deviation | 1.000560381 |
|---|---|
| Coefficient of variation (CV) | -2.09581675 × 1016 |
| Kurtosis | -0.4812331875 |
| Mean | -4.774083331 × 10-17 |
| Median Absolute Deviation (MAD) | 0.6738962197 |
| Skewness | 0.1661205724 |
| Sum | -4.263256415 × 10-14 |
| Variance | 1.001121076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0.3886381974 | 134 | |
| -0.6714944934 | 121 | |
| 0.8541190886 | 115 | |
| 0.002401726277 | 114 | |
| -0.3250626865 | 105 | |
| -1.106554792 | 103 | |
| 1.447474888 | 95 | |
| -1.775149369 | 74 | |
| 2.269796494 | 32 | 3.6% |
| Value | Count | Frequency (%) |
| -1.775149369 | 74 | |
| -1.106554792 | 103 | |
| -0.6714944934 | 121 | |
| -0.3250626865 | 105 | |
| 0.002401726277 | 114 | |
| 0.3886381974 | 134 | |
| 0.8541190886 | 115 | |
| 1.447474888 | 95 | |
| 2.269796494 | 32 | 3.6% |
| Value | Count | Frequency (%) |
| 2.269796494 | 32 | 3.6% |
| 1.447474888 | 95 | |
| 0.8541190886 | 115 | |
| 0.3886381974 | 134 | |
| 0.002401726277 | 114 | |
| -0.3250626865 | 105 | |
| -0.6714944934 | 121 | |
| -1.106554792 | 103 | |
| -1.775149369 | 74 |
AcceptedCmp3
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 67 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 826 | |
| 1 | 67 | 7.5% |
AcceptedCmp4
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 58 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 1 | 58 | 6.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 63 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 63 | 7.1% |
AcceptedCmp1
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 47 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 846 | |
| 1 | 47 | 5.3% |
AcceptedCmp2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Complain
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 1 | 7 | 0.8% |
Response
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 893 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 893 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 893 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 749 | |
| 1 | 144 | 16.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| ID | Education | Marital_Status | Income | Kidhome | Teenhome | Recency | MntWines | MntFruits | MntMeatProducts | MntFishProducts | MntSweetProducts | MntGoldProds | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5524 | 1 | 0 | 0.024949 | -0.649850 | -0.942160 | 0.258555 | 0.926337 | 1.381717 | 1.513107 | 1.930797 | 1.288076 | 0.923677 | 0.549929 | 1.364186 | 2.584531 | -0.659066 | 0.854119 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 2174 | 1 | 0 | -0.468321 | 1.358164 | 0.906959 | -0.421833 | -1.597212 | -1.838390 | -2.422606 | -1.902149 | -1.857291 | -1.725643 | -0.038161 | -2.180728 | -1.060725 | -2.296789 | 0.002402 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 4141 | 1 | 1 | 0.694109 | -0.649850 | -0.942160 | -0.830066 | 0.398135 | 0.734790 | 0.026143 | 1.251292 | -0.019627 | 0.158695 | -1.047503 | 1.364186 | -0.340176 | 1.022639 | -0.325063 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 5324 | 2 | 1 | 0.030137 | 1.358164 | -0.942160 | 1.483254 | -0.298082 | 0.607806 | -0.033992 | 0.341603 | 0.182281 | -0.932689 | 1.454931 | 0.259589 | 0.085592 | 0.086408 | 0.002402 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 965 | 1 | 0 | -0.087234 | -0.649850 | 0.906959 | -0.557911 | -0.098392 | 1.016552 | 0.233924 | 0.404507 | 0.716196 | -0.371832 | 1.053395 | 1.010588 | 0.085592 | 0.345538 | 0.388638 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 8180 | 1 | 0 | 0.071431 | 1.358164 | 0.906959 | 0.088458 | -0.103749 | -1.533605 | -0.608999 | -1.586919 | -1.029220 | -1.000873 | 0.549929 | 0.634675 | -1.060725 | -0.216196 | 0.388638 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 2114 | 2 | 0 | 1.532591 | -0.649850 | -0.942160 | -0.932124 | 1.876390 | 0.055761 | -0.052627 | 0.535891 | 1.017318 | 0.242610 | -1.047503 | 1.010588 | 1.125744 | 1.622106 | -0.671494 | 0 | 0 | 1 | 1 | 0 | 0 | 1 |
| 7 | 4939 | 1 | 1 | -0.860202 | -0.649850 | -0.942160 | -1.034182 | -0.611410 | -0.957932 | -0.787050 | 1.673224 | -0.438478 | -0.328853 | -0.038161 | -0.146801 | -1.060725 | 0.086408 | 0.854119 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 2278 | 1 | 0 | -1.049130 | 1.358164 | -0.942160 | 1.211098 | -2.264464 | -0.133305 | -1.237036 | 0.026332 | 0.084096 | 0.053923 | -0.038161 | -1.299154 | -1.060725 | -1.348399 | 0.388638 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 9360 | 1 | 1 | -0.890966 | -0.649850 | -0.942160 | -0.319775 | -0.598098 | -1.533605 | -0.386862 | 0.687647 | 0.470685 | 0.316576 | -1.047503 | -0.146801 | -0.340176 | -0.216196 | 1.447475 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| ID | Education | Marital_Status | Income | Kidhome | Teenhome | Recency | MntWines | MntFruits | MntMeatProducts | MntFishProducts | MntSweetProducts | MntGoldProds | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 883 | 3661 | 1 | 0 | 1.283976 | -0.649850 | -0.942160 | -0.285755 | 0.818966 | 0.787181 | 1.777629 | 0.733396 | 0.818550 | -0.188025 | -1.047503 | -0.146801 | 1.125744 | 0.584124 | -1.106555 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 884 | 9246 | 1 | 1 | -0.751488 | 1.358164 | -0.942160 | 0.768846 | -0.310998 | -1.307464 | 0.041307 | -0.079207 | 0.084096 | 0.571948 | 1.053395 | 0.634675 | -1.060725 | 0.086408 | 0.854119 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 885 | 6261 | 1 | 1 | 0.017688 | -0.649850 | 0.906959 | 1.041001 | -0.005220 | 0.339109 | -0.261115 | -0.734367 | 0.692991 | -0.564636 | 0.549929 | -0.650388 | -0.340176 | 1.022639 | -0.325063 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 886 | 7366 | 1 | 0 | 0.938179 | -0.649850 | -0.942160 | -1.306338 | 1.087246 | 0.193788 | 1.494336 | 0.687647 | -0.371351 | 0.822886 | -1.047503 | -0.650388 | 1.125744 | 1.273941 | -1.775149 | 0 | 1 | 1 | 0 | 0 | 0 | 1 |
| 887 | 10659 | 1 | 1 | -4.831217 | 1.358164 | -0.942160 | -1.476435 | -2.668249 | -0.643965 | -1.742234 | -1.586919 | -0.711502 | -0.603997 | 1.053395 | -0.650388 | -0.340176 | -2.296789 | 0.854119 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 888 | 7004 | 1 | 0 | -2.205393 | 1.358164 | -0.942160 | 1.075021 | -1.145354 | -1.307464 | -0.997386 | -1.030218 | -1.857291 | -0.532484 | 0.549929 | -0.650388 | -1.060725 | -2.296789 | 2.269796 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 889 | 9817 | 1 | 0 | -0.535876 | -0.649850 | -0.942160 | 0.700807 | 1.413846 | -0.503210 | 0.152450 | -0.570727 | -0.555915 | -0.657837 | -0.038161 | 1.734272 | 0.438820 | 1.622106 | 1.447475 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 890 | 9432 | 1 | 1 | 4.857000 | 1.358164 | -0.942160 | -0.932124 | -1.716706 | -0.287541 | -1.287521 | -0.918718 | -1.857291 | -1.141159 | 1.053395 | -0.650388 | -1.060725 | -1.348399 | 0.388638 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 891 | 8235 | 1 | 1 | 0.542077 | -0.649850 | 0.906959 | -1.442415 | 0.400580 | 0.320473 | 0.419215 | 0.853433 | 0.274650 | 0.557953 | -0.038161 | 0.634675 | 0.787294 | 1.022639 | -0.671494 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 892 | 9405 | 2 | 1 | -0.198899 | 1.358164 | 0.906959 | -0.353794 | -0.611410 | -1.307464 | -0.515689 | -1.902149 | -1.857291 | -0.603997 | 0.549929 | -0.650388 | -1.060725 | -0.659066 | 0.854119 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |